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#Citations H-index
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Journals (peer-reviewed)

  1. M. Cococcioni, E. D'Andrea, B. Lazzerini, "One day-ahead forecasting of energy production in solar photovoltaic installations: An empirical study", Intelligent Decision Technologies, vol. 6, pp. 197-210, IOS Press, 2012. [link] img DOI:I0.3233/IDT-2012-0136
  2. E. D'Andrea, B. Lazzerini, "A hierarchical approach to multi-class fuzzy classifiers", Expert Systems with Applications, vol. 40, n. 9, pp. 3828-3840, Elsevier, 2013. [link] img DOI:10.1016/j.eswa.2012.12.097
  3. E. D'Andrea, S. Pagnotta, E. Grifoni, G. Lorenzetti, S. Legnaioli, V. Palleschi, B. Lazzerini, "An Artificial Neural Network approach to Laser-Induced Breakdown Spectroscopy Quantitative Analysis", Spectrochimica Acta Part B: Atomic Spectroscopy, vol. 99, pp. 52-58, Elsevier, 2014. [link] img DOI:10.1016/j.sab.2014.06.012
  4. E. D'Andrea, S. Pagnotta, E. Grifoni, G. Lorenzetti, S. Legnaioli, V. Palleschi, B. Lazzerini, "A hybrid calibration-free/artificial neural networks approach to the quantitative analysis of LIBS spectra", Applied Physics B, vol. 118, n. 3, pp. 1-8, Springer Berlin Heidelberg, 2015. [link] img DOI:10.1007/s00340-014-5990-z
  5. E. D'Andrea, P. Ducange, B. Lazzerini, F. Marcelloni, "Real-Time Detection of Traffic From Twitter Stream Analysis", IEEE Transaction on Intelligent Transportation Systems, vol. 16, n. 4, pp. 2269-2283, IEEE, 2015. [link] img DOI:10.1109/TITS.2015.2404431
  6. E. D'Andrea, F. Marcelloni, "Detection of traffic congestion and incidents from GPS trace analysis", Expert Systems with Applications, vol. 73, pp. 43-56, Elsevier, 2017. [link] img DOI:10.1016/j.eswa.2016.12.018

Conference Proceedings (peer-reviewed)

  1. M. Cococcioni, E. D'Andrea, B. Lazzerini, S.L. Volpi, "Short-time forecasting of renewable production energy in solar photovoltaic installations", International Conference on Advances in Production Management Systems (APMS), Cernobbio (CO), Italy, October 11-13, 2010. [link]
  2. M. Cococcioni, E. D'Andrea, B. Lazzerini "Providing PRTools with fuzzy rule-based classifiers", IEEE International Conference on Fuzzy Systems, Barcelona, Spain, July 18-23, 2010. [link] img DOI:10.1109/FUZZY.2010.5584343
  3. M. Cococcioni, E. D'Andrea, B. Lazzerini, "24-hour-ahead forecasting of energy production in solar PV systems", 11th International Conference on Intelligent Systems Design and Applications (ISDA), Cordoba, Spain, pp. 1276-1281, November 22-24, 2011. [link] img DOI:10.1109/ISDA.2011.6121835
  4. E. D'Andrea, B. Lazzerini, "Fuzzy forecasting of energy production in solar PV systems", IEEE International Conference on Fuzzy Systems, Brisbane, Australia, pp. 693-700, June 10-15, 2012. [link] img DOI:10.1109/FUZZ-IEEE.2012.6251161
  5. E. D'Andrea, B. Lazzerini, S. Leon del Rosario, "Neural network-based forecasting of energy consumption due to electric lighting in office buildings", 2nd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT), Pisa, Italy, October 4-5, 2012. [link]
  6. E. D'Andrea, B. Lazzerini, "Computational Intelligence techniques for solar photovoltaic system applications", 2nd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT), Pisa, Italy, October 4-5, 2012. [link]
  7. E. D'Andrea, B. Lazzerini, "HFRBC-GA: A fuzzy classifier for energy systems applications", 3rd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT), Palermo, Italy, October 30-31, 2013. [link] img DOI:10.1109/SustainIT.2013.6685191
  8. G. Anastasi, M. Antonelli, A. Bechini, S. Brienza, E. D'Andrea, D. De Guglielmo, P. Ducange, B. Lazzerini, F. Marcelloni, A. Segatori, "Urban and Social Sensing for Sustainable Mobility in Smart Cities", 3rd IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT), Palermo, Italy, October 30-31, 2013. [link] img DOI:10.1109/SustainIT.2013.6685198
  9. E. D'Andrea, B. Lazzerini, V. Palleschi, S. Pagnotta, "Determining the Composition of Bronze Alloys by means of High-dimensional Feature Selection and Artificial Neural Networks", 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Pisa, Italy, May 11-14, 2015. [link] img DOI:10.1109/I2MTC.2015.7151598
  10. E. D'Andrea, F. Marcelloni, "Incident detction by Spatiotemporal analysis of GPS data", 2nd IEEE International Conference on Smart Computing (SMARTCOMP), St. Louis, Missouri, U.S., May 18-20, 2016. [link] img DOI:10.1109/SMARTCOMP.2016.7501698
  11. E. D'Andrea, D. Di Lorenzo, B. Lazzerini, F. Marcelloni, F. Schoen, "Path clustering based on a novel dissimilarity function for ride-sharing recommenders", 2nd IEEE International Conference on Smart Computing (SMARTCOMP), St. Louis, Missouri, U.S., May 18-20, 2016. [link] img DOI:10.1109/SMARTCOMP.2016.7501712
  12. E. D'Andrea, B. Lazzerini, "An Ensemble of Learning Machines for Quantitative Analysis of Bronze Alloys", 42nd Annual Conference of the IEEE Industrial Electronic Society (IECON), Florence, Italy, October 24-27, 2016. [link] img DOI:10.1109/IECON.2016.7793871
  13. E. D'Andrea, F. Di Francesco, V. Dini, B. Lazzerini, M. Romanelli, P. Salvo, "Physical activity recognition from sub-bandage sensors using both feature selection and extraction", European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Bruges, Belgium, April 26-28, 2017. [link]
  14. A. Buffi, E. D'Andrea, B. Lazzerini, P. Nepa, "UHF-RFID Smart Gate: Tag Action Classifier by Artificial Neural Networks", 8th Annual IEEE International Conference on RFID Technology and Applications (RFID-TA), Varsaw, Poland, September 20-22, 2017. [link] img DOI:10.1109/RFID-TA.2017.8098900
  15. E. D'Andrea, P. Ducange, F. Marcelloni, "Monitoring Negative Opinion about Vaccines from Tweets Analysis", 3rd IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN), Kolkata, India, November 3-5, 2017. [link] img DOI:10.1109/ICRCICN.2017.8234504

Book Chapters

  1. E. D'Andrea, B. Lazzerini, V. Palleschi, "Combining Multiple Neural Networks to Predict Bronze Alloy Elemental Composition". In Advances in Neural Networks - Computational Intelligence for ICT (Smart Innovation, Systems and Technologies), vol. 54, pp. 345-352, Springer Science and Business Media Deutschland GmbH (2016). Presented at the 25th Workshop Italiano Reti Neurali (WIRN), Vietri sul Mare (SA), Italy, May 20-22, 2015. [link] img DOI:10.1007/978-3-319-33747-0_34

Final research reports

  1. M. Losa, M. Tempestini, P. Leandri, A. Cofrancesco, P. Rocchio, G. Cuciniello, R. Saletti, R. Roncella, F. Baronti, B. Lazzerini, M. Antonelli, Eleonora D'Andrea, F. Frendo, R. Bartolozzi, "Rete di sensori ambientali e di velocità dei veicoli per il miglioramento della sicurezza nella circolazione sulle strade della Provincia di Lucca", Fondazione Cassa di Risparmio di Lucca, Lucca, 2011.

Ph.D. Thesis